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AI Visibility Scorecard
ogdenroadtesting.com · Education
Borderline visible. AI bots can crawl Ogden Road Testing by Independent, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
Monitoring for AI engine activity
In the Engagemii AEO index
#398,878 of 875,759 in Education for AI visibility
4.9
/10
AEO Score
from our crawl and measurement
Ogden Road Testing by Independent, based in Ogden, UT, describes itself simply: "As a third party tester he has the ability to give tests more frequently.RequirementsQualified ExaminerQualified ExaminerAll testers must have a valid Utah driver's permit or license, a." When AI engines look at it, they find little to work with. It scores 4.9 out of 10.
On its own pages the site does well on a clear heading structure and a clearly stated business identity. It is passable on some structured data, basic crawler access and partial sitemap and link coverage. What holds it back is credibility markers like credentials or reviews.
Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
The business dates to 2022.
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
5
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion found yet.
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.9/10, Ogden Road Testing by Independent is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Ogden Road Testing by Independent
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Weekly ChatGPT & Claude citation tracking
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Scored by Engagemii on July 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ogdenroadtesting
Cite this score: Engagemii (2026). "AEO Score for Ogden Road Testing by Independent." Retrieved from https://engagemii.com/aeo/brands/ogdenroadtesting
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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